This example uses data from a space filling design in two variables with a deterministic equation for Y (the response). You can use the Gaussian Process platform to find the explanatory power of X1 and X2 on Y. You can view the equation for Y in the column formula.
1.
Select Help > Sample Data Library and open 2D Gaussian Process Example.jmp.
2.
Select Analyze > Specialized Modeling > Gaussian Process.
3.
Select X1 and X2 and click X.
4.
Select Y and click Y
5.
Select Correlation Type > Cubic.
6.
Deselect Fast GASP.
7.
Figure 14.2 Gaussian Process Report
9.
Select Graph > Surface Plot.
10.
Select X1 through Y Prediction Formula and click Columns.
11.
12.
In the Surface column, select Both sides for the Y Prediction Formula.
Figure 14.3 3D Surface Plot of the Actual and Predicted Ys

Help created on 7/12/2018